Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 1383 |
| Missing cells | 936 |
| Missing cells (%) | 2.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 302.7 KiB |
| Average record size in memory | 224.1 B |
Variable types
| NUM | 23 |
|---|---|
| CAT | 3 |
| UNSUPPORTED | 2 |
검진 시 연령 is highly correlated with 생년 | High correlation |
생년 is highly correlated with 검진 시 연령 | High correlation |
총콜레스테롤 has 223 (16.1%) missing values | Missing |
HDL has 225 (16.3%) missing values | Missing |
중성지방 has 225 (16.3%) missing values | Missing |
LDL has 247 (17.9%) missing values | Missing |
HDL is highly skewed (γ1 = 32.32320688) | Skewed |
Unnamed: 0 has unique values | Unique |
요단백 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
폐결핵흉부질환 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2020-11-02 02:21:35.237379 |
|---|---|
| Analysis finished | 2020-11-02 02:22:59.039124 |
| Duration | 1 minute and 23.8 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 1383 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 691 |
|---|---|
| Minimum | 0 |
| Maximum | 1382 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 69.1 |
| Q1 | 345.5 |
| median | 691 |
| Q3 | 1036.5 |
| 95-th percentile | 1312.9 |
| Maximum | 1382 |
| Range | 1382 |
| Interquartile range (IQR) | 691 |
Descriptive statistics
| Standard deviation | 399.3820226 |
|---|---|
| Coefficient of variation (CV) | 0.5779768779 |
| Kurtosis | -1.2 |
| Mean | 691 |
| Median Absolute Deviation (MAD) | 346 |
| Skewness | 0 |
| Sum | 955653 |
| Variance | 159506 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1382 | 1 | 0.1% | |
| 463 | 1 | 0.1% | |
| 455 | 1 | 0.1% | |
| 456 | 1 | 0.1% | |
| 457 | 1 | 0.1% | |
| 458 | 1 | 0.1% | |
| 459 | 1 | 0.1% | |
| 460 | 1 | 0.1% | |
| 461 | 1 | 0.1% | |
| 462 | 1 | 0.1% | |
| Other values (1373) | 1373 | 99.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.1% | |
| 1 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 3 | 1 | 0.1% | |
| 4 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1382 | 1 | 0.1% | |
| 1381 | 1 | 0.1% | |
| 1380 | 1 | 0.1% | |
| 1379 | 1 | 0.1% | |
| 1378 | 1 | 0.1% |
성별
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| M | |
|---|---|
| F |
| Value | Count | Frequency (%) | |
| M | 753 | 54.4% | |
| F | 630 | 45.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 34 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1972.057845 |
|---|---|
| Minimum | 1954 |
| Maximum | 1990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 1954 |
|---|---|
| 5-th percentile | 1958 |
| Q1 | 1967 |
| median | 1971 |
| Q3 | 1978 |
| 95-th percentile | 1987 |
| Maximum | 1990 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.187446374 |
|---|---|
| Coefficient of variation (CV) | 0.00415172729 |
| Kurtosis | -0.4208627793 |
| Mean | 1972.057845 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.01778567806 |
| Sum | 2727356 |
| Variance | 67.03427813 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1970 | 130 | 9.4% | |
| 1971 | 120 | 8.7% | |
| 1980 | 84 | 6.1% | |
| 1977 | 82 | 5.9% | |
| 1972 | 80 | 5.8% | |
| 1967 | 70 | 5.1% | |
| 1978 | 62 | 4.5% | |
| 1964 | 60 | 4.3% | |
| 1973 | 50 | 3.6% | |
| 1961 | 50 | 3.6% | |
| Other values (24) | 595 | 43.0% |
| Value | Count | Frequency (%) | |
| 1954 | 20 | 1.4% | |
| 1956 | 20 | 1.4% | |
| 1957 | 10 | 0.7% | |
| 1958 | 42 | 3.0% | |
| 1959 | 30 | 2.2% |
| Value | Count | Frequency (%) | |
| 1990 | 20 | 1.4% | |
| 1989 | 10 | 0.7% | |
| 1988 | 20 | 1.4% | |
| 1987 | 42 | 3.0% | |
| 1985 | 10 | 0.7% |
검진년도
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.554591 |
|---|---|
| Minimum | 2008 |
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 2008 |
|---|---|
| 5-th percentile | 2010 |
| Q1 | 2012 |
| median | 2015 |
| Q3 | 2017 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 12 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.008866341 |
|---|---|
| Coefficient of variation (CV) | 0.001493564063 |
| Kurtosis | -1.076421414 |
| Mean | 2014.554591 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.01147695336 |
| Sum | 2786129 |
| Variance | 9.05327666 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2018 | 137 | 9.9% | |
| 2017 | 137 | 9.9% | |
| 2015 | 137 | 9.9% | |
| 2012 | 137 | 9.9% | |
| 2011 | 137 | 9.9% | |
| 2016 | 136 | 9.8% | |
| 2014 | 136 | 9.8% | |
| 2013 | 136 | 9.8% | |
| 2019 | 107 | 7.7% | |
| 2010 | 96 | 6.9% | |
| Other values (3) | 87 | 6.3% |
| Value | Count | Frequency (%) | |
| 2008 | 2 | 0.1% | |
| 2009 | 39 | 2.8% | |
| 2010 | 96 | 6.9% | |
| 2011 | 137 | 9.9% | |
| 2012 | 137 | 9.9% |
| Value | Count | Frequency (%) | |
| 2020 | 46 | 3.3% | |
| 2019 | 107 | 7.7% | |
| 2018 | 137 | 9.9% | |
| 2017 | 137 | 9.9% | |
| 2016 | 136 | 9.8% |
| Distinct | 46 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.4967462 |
|---|---|
| Minimum | 21 |
| Maximum | 66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 38 |
| median | 44 |
| Q3 | 49 |
| 95-th percentile | 58 |
| Maximum | 66 |
| Range | 45 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.712057921 |
|---|---|
| Coefficient of variation (CV) | 0.2002921754 |
| Kurtosis | -0.3381862541 |
| Mean | 43.4967462 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.02212909723 |
| Sum | 60156 |
| Variance | 75.89995323 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 43 | 66 | 4.8% | |
| 47 | 63 | 4.6% | |
| 46 | 63 | 4.6% | |
| 45 | 61 | 4.4% | |
| 40 | 60 | 4.3% | |
| 42 | 60 | 4.3% | |
| 44 | 59 | 4.3% | |
| 48 | 58 | 4.2% | |
| 41 | 57 | 4.1% | |
| 49 | 56 | 4.0% | |
| Other values (36) | 780 | 56.4% |
| Value | Count | Frequency (%) | |
| 21 | 2 | 0.1% | |
| 22 | 3 | 0.2% | |
| 23 | 7 | 0.5% | |
| 24 | 9 | 0.7% | |
| 25 | 9 | 0.7% |
| Value | Count | Frequency (%) | |
| 66 | 2 | 0.1% | |
| 65 | 4 | 0.3% | |
| 64 | 4 | 0.3% | |
| 63 | 5 | 0.4% | |
| 62 | 9 | 0.7% |
키
Real number (ℝ≥0)
| Distinct | 196 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165.9401302 |
|---|---|
| Minimum | 147 |
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 147 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 160 |
| median | 166 |
| Q3 | 172 |
| 95-th percentile | 180 |
| Maximum | 184 |
| Range | 37 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.669249796 |
|---|---|
| Coefficient of variation (CV) | 0.0522432385 |
| Kurtosis | -0.6230548333 |
| Mean | 165.9401302 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.1109052218 |
| Sum | 229495.2 |
| Variance | 75.15589202 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 171 | 61 | 4.4% | |
| 162 | 60 | 4.3% | |
| 163 | 54 | 3.9% | |
| 169 | 51 | 3.7% | |
| 170 | 50 | 3.6% | |
| 164 | 48 | 3.5% | |
| 160 | 47 | 3.4% | |
| 168 | 44 | 3.2% | |
| 167 | 43 | 3.1% | |
| 161 | 39 | 2.8% | |
| Other values (186) | 886 | 64.1% |
| Value | Count | Frequency (%) | |
| 147 | 8 | 0.6% | |
| 147.6 | 2 | 0.1% | |
| 148 | 4 | 0.3% | |
| 148.5 | 2 | 0.1% | |
| 148.6 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 184 | 1 | 0.1% | |
| 183.6 | 1 | 0.1% | |
| 183.5 | 1 | 0.1% | |
| 183.2 | 1 | 0.1% | |
| 183.1 | 1 | 0.1% |
체중
Real number (ℝ≥0)
| Distinct | 238 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.06637744 |
|---|---|
| Minimum | 41.8 |
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 41.8 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 54 |
| median | 65.5 |
| Q3 | 74 |
| 95-th percentile | 86 |
| Maximum | 115 |
| Range | 73.2 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 13.14459347 |
|---|---|
| Coefficient of variation (CV) | 0.2020182157 |
| Kurtosis | 0.01701816154 |
| Mean | 65.06637744 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0.4549887159 |
| Sum | 89986.8 |
| Variance | 172.7803376 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 70 | 46 | 3.3% | |
| 48 | 41 | 3.0% | |
| 72 | 41 | 3.0% | |
| 55 | 38 | 2.7% | |
| 75 | 34 | 2.5% | |
| 51 | 33 | 2.4% | |
| 69 | 32 | 2.3% | |
| 56 | 32 | 2.3% | |
| 54 | 31 | 2.2% | |
| 77 | 30 | 2.2% | |
| Other values (228) | 1025 | 74.1% |
| Value | Count | Frequency (%) | |
| 41.8 | 2 | 0.1% | |
| 42 | 2 | 0.1% | |
| 42.1 | 2 | 0.1% | |
| 42.7 | 2 | 0.1% | |
| 43 | 8 | 0.6% |
| Value | Count | Frequency (%) | |
| 115 | 1 | 0.1% | |
| 114.5 | 1 | 0.1% | |
| 114.2 | 1 | 0.1% | |
| 113 | 1 | 0.1% | |
| 112.4 | 1 | 0.1% |
허리둘레
Real number (ℝ≥0)
| Distinct | 121 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.53294714 |
|---|---|
| Minimum | 57 |
| Maximum | 118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 63.8 |
| Q1 | 71 |
| median | 79 |
| Q3 | 85 |
| 95-th percentile | 94 |
| Maximum | 118 |
| Range | 61 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 9.79959445 |
|---|---|
| Coefficient of variation (CV) | 0.1247832255 |
| Kurtosis | 0.4428207551 |
| Mean | 78.53294714 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.4210452011 |
| Sum | 108454 |
| Variance | 96.03205138 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 79 | 69 | 5.0% | |
| 81 | 56 | 4.0% | |
| 83 | 53 | 3.8% | |
| 76 | 53 | 3.8% | |
| 84 | 53 | 3.8% | |
| 80 | 52 | 3.8% | |
| 86 | 48 | 3.5% | |
| 73 | 48 | 3.5% | |
| 78 | 47 | 3.4% | |
| 72 | 47 | 3.4% | |
| Other values (111) | 855 | 61.8% |
| Value | Count | Frequency (%) | |
| 57 | 2 | 0.1% | |
| 59 | 4 | 0.3% | |
| 60 | 12 | 0.9% | |
| 61 | 11 | 0.8% | |
| 61.4 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 118 | 2 | 0.1% | |
| 117.2 | 1 | 0.1% | |
| 117 | 1 | 0.1% | |
| 116 | 1 | 0.1% | |
| 113 | 2 | 0.1% |
BMI
Real number (ℝ≥0)
| Distinct | 158 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.4232321 |
|---|---|
| Minimum | 17.1 |
| Maximum | 36.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 17.1 |
|---|---|
| 5-th percentile | 18.81 |
| Q1 | 21.15 |
| median | 23.1 |
| Q3 | 25.4 |
| 95-th percentile | 29.09 |
| Maximum | 36.4 |
| Range | 19.3 |
| Interquartile range (IQR) | 4.25 |
Descriptive statistics
| Standard deviation | 3.222933542 |
|---|---|
| Coefficient of variation (CV) | 0.1375955943 |
| Kurtosis | 1.046419219 |
| Mean | 23.4232321 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 0.804409292 |
| Sum | 32394.33 |
| Variance | 10.38730062 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 22.2 | 30 | 2.2% | |
| 20.9 | 26 | 1.9% | |
| 22.6 | 24 | 1.7% | |
| 20.4 | 24 | 1.7% | |
| 20 | 23 | 1.7% | |
| 22 | 23 | 1.7% | |
| 22.5 | 22 | 1.6% | |
| 21.6 | 22 | 1.6% | |
| 21.5 | 22 | 1.6% | |
| 23.1 | 21 | 1.5% | |
| Other values (148) | 1146 | 82.9% |
| Value | Count | Frequency (%) | |
| 17.1 | 1 | 0.1% | |
| 17.2 | 1 | 0.1% | |
| 17.3 | 1 | 0.1% | |
| 17.4 | 2 | 0.1% | |
| 17.6 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 36.4 | 1 | 0.1% | |
| 36.3 | 2 | 0.1% | |
| 35.9 | 1 | 0.1% | |
| 35.2 | 1 | 0.1% | |
| 34.8 | 1 | 0.1% |
시력(좌)
Real number (ℝ≥0)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.046203905 |
|---|---|
| Minimum | 0.1 |
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 2 |
| Range | 1.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.3079007519 |
|---|---|
| Coefficient of variation (CV) | 0.2943028128 |
| Kurtosis | 0.3156325796 |
| Mean | 1.046203905 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.01176742533 |
| Sum | 1446.9 |
| Variance | 0.09480287301 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.2 | 381 | 27.5% | |
| 1 | 323 | 23.4% | |
| 1.5 | 208 | 15.0% | |
| 0.8 | 127 | 9.2% | |
| 0.9 | 112 | 8.1% | |
| 0.7 | 73 | 5.3% | |
| 0.6 | 63 | 4.6% | |
| 0.5 | 39 | 2.8% | |
| 0.4 | 23 | 1.7% | |
| 2 | 15 | 1.1% | |
| Other values (3) | 19 | 1.4% |
| Value | Count | Frequency (%) | |
| 0.1 | 2 | 0.1% | |
| 0.2 | 6 | 0.4% | |
| 0.3 | 11 | 0.8% | |
| 0.4 | 23 | 1.7% | |
| 0.5 | 39 | 2.8% |
| Value | Count | Frequency (%) | |
| 2 | 15 | 1.1% | |
| 1.5 | 208 | 15.0% | |
| 1.2 | 381 | 27.5% | |
| 1 | 323 | 23.4% | |
| 0.9 | 112 | 8.1% |
시력(우)
Real number (ℝ≥0)
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.104121475 |
|---|---|
| Minimum | 0.1 |
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.9 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.8636938591 |
|---|---|
| Coefficient of variation (CV) | 0.7822453223 |
| Kurtosis | 84.63013322 |
| Mean | 1.104121475 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 8.602062416 |
| Sum | 1527 |
| Variance | 0.7459670822 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 345 | 24.9% | |
| 1.2 | 334 | 24.2% | |
| 1.5 | 218 | 15.8% | |
| 0.9 | 140 | 10.1% | |
| 0.8 | 97 | 7.0% | |
| 0.7 | 75 | 5.4% | |
| 0.5 | 52 | 3.8% | |
| 0.6 | 37 | 2.7% | |
| 0.4 | 30 | 2.2% | |
| 0.3 | 16 | 1.2% | |
| Other values (5) | 39 | 2.8% |
| Value | Count | Frequency (%) | |
| 0.1 | 8 | 0.6% | |
| 0.2 | 12 | 0.9% | |
| 0.3 | 16 | 1.2% | |
| 0.4 | 30 | 2.2% | |
| 0.5 | 52 | 3.8% |
| Value | Count | Frequency (%) | |
| 9.9 | 11 | 0.8% | |
| 7 | 1 | 0.1% | |
| 2 | 7 | 0.5% | |
| 1.5 | 218 | 15.8% | |
| 1.2 | 334 | 24.2% |
청력(좌)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 정상 | |
|---|---|
| 비정상 | 8 |
| Value | Count | Frequency (%) | |
| 정상 | 1375 | 99.4% | |
| 비정상 | 8 | 0.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.005784526 |
| Min length | 2 |
청력(우)
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.8 KiB |
| 정상 | |
|---|---|
| 비정상 | 13 |
| Value | Count | Frequency (%) | |
| 정상 | 1370 | 99.1% | |
| 비정상 | 13 | 0.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.009399855 |
| Min length | 2 |
수축기혈압
Real number (ℝ≥0)
| Distinct | 65 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.3217643 |
|---|---|
| Minimum | 90 |
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 110 |
| median | 117 |
| Q3 | 126 |
| 95-th percentile | 138 |
| Maximum | 170 |
| Range | 80 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 12.34981602 |
|---|---|
| Coefficient of variation (CV) | 0.1052644929 |
| Kurtosis | 0.1610889863 |
| Mean | 117.3217643 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.429712944 |
| Sum | 162256 |
| Variance | 152.5179558 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 110 | 185 | 13.4% | |
| 120 | 141 | 10.2% | |
| 130 | 95 | 6.9% | |
| 100 | 81 | 5.9% | |
| 118 | 51 | 3.7% | |
| 115 | 47 | 3.4% | |
| 119 | 34 | 2.5% | |
| 112 | 33 | 2.4% | |
| 114 | 32 | 2.3% | |
| 125 | 30 | 2.2% | |
| Other values (55) | 654 | 47.3% |
| Value | Count | Frequency (%) | |
| 90 | 14 | 1.0% | |
| 91 | 2 | 0.1% | |
| 92 | 3 | 0.2% | |
| 93 | 1 | 0.1% | |
| 94 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 170 | 1 | 0.1% | |
| 166 | 1 | 0.1% | |
| 160 | 4 | 0.3% | |
| 155 | 3 | 0.2% | |
| 154 | 1 | 0.1% |
이완기혈압
Real number (ℝ≥0)
| Distinct | 50 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.63991323 |
|---|---|
| Minimum | 51 |
| Maximum | 113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 75 |
| Q3 | 80 |
| 95-th percentile | 89 |
| Maximum | 113 |
| Range | 62 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.202524224 |
|---|---|
| Coefficient of variation (CV) | 0.1232922685 |
| Kurtosis | -0.115176544 |
| Mean | 74.63991323 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.1579530878 |
| Sum | 103227 |
| Variance | 84.68645209 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 70 | 210 | 15.2% | |
| 80 | 200 | 14.5% | |
| 60 | 99 | 7.2% | |
| 75 | 65 | 4.7% | |
| 78 | 58 | 4.2% | |
| 72 | 56 | 4.0% | |
| 85 | 37 | 2.7% | |
| 88 | 33 | 2.4% | |
| 76 | 33 | 2.4% | |
| 68 | 32 | 2.3% | |
| Other values (40) | 560 | 40.5% |
| Value | Count | Frequency (%) | |
| 51 | 2 | 0.1% | |
| 53 | 2 | 0.1% | |
| 54 | 6 | 0.4% | |
| 55 | 2 | 0.1% | |
| 56 | 6 | 0.4% |
| Value | Count | Frequency (%) | |
| 113 | 1 | 0.1% | |
| 101 | 1 | 0.1% | |
| 100 | 12 | 0.9% | |
| 99 | 2 | 0.1% | |
| 98 | 4 | 0.3% |
헤모글로빈
Real number (ℝ≥0)
| Distinct | 74 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.37816341 |
|---|---|
| Minimum | 9.4 |
| Maximum | 18.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 9.4 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 13.4 |
| median | 14.4 |
| Q3 | 15.5 |
| 95-th percentile | 16.6 |
| Maximum | 18.1 |
| Range | 8.7 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.436907692 |
|---|---|
| Coefficient of variation (CV) | 0.09993680353 |
| Kurtosis | -0.3624412743 |
| Mean | 14.37816341 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.1815333081 |
| Sum | 19885 |
| Variance | 2.064703716 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 13.7 | 45 | 3.3% | |
| 13.4 | 44 | 3.2% | |
| 14.9 | 44 | 3.2% | |
| 14.1 | 41 | 3.0% | |
| 14.6 | 38 | 2.7% | |
| 13.8 | 38 | 2.7% | |
| 16.1 | 36 | 2.6% | |
| 14.3 | 36 | 2.6% | |
| 15.4 | 36 | 2.6% | |
| 14.7 | 36 | 2.6% | |
| Other values (64) | 989 | 71.5% |
| Value | Count | Frequency (%) | |
| 9.4 | 2 | 0.1% | |
| 10.2 | 2 | 0.1% | |
| 10.3 | 4 | 0.3% | |
| 10.6 | 2 | 0.1% | |
| 10.7 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 18.1 | 1 | 0.1% | |
| 17.9 | 1 | 0.1% | |
| 17.8 | 1 | 0.1% | |
| 17.6 | 1 | 0.1% | |
| 17.5 | 1 | 0.1% |
공복혈당
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.87418655 |
|---|---|
| Minimum | 58 |
| Maximum | 221 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 86 |
| median | 93 |
| Q3 | 100 |
| 95-th percentile | 114 |
| Maximum | 221 |
| Range | 163 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 13.03640978 |
|---|---|
| Coefficient of variation (CV) | 0.1388710812 |
| Kurtosis | 14.45369584 |
| Mean | 93.87418655 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.052697324 |
| Sum | 129828 |
| Variance | 169.9479801 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 95 | 62 | 4.5% | |
| 91 | 55 | 4.0% | |
| 88 | 50 | 3.6% | |
| 98 | 49 | 3.5% | |
| 85 | 48 | 3.5% | |
| 87 | 48 | 3.5% | |
| 81 | 46 | 3.3% | |
| 99 | 46 | 3.3% | |
| 89 | 46 | 3.3% | |
| 93 | 46 | 3.3% | |
| Other values (67) | 887 | 64.1% |
| Value | Count | Frequency (%) | |
| 58 | 1 | 0.1% | |
| 62 | 1 | 0.1% | |
| 65 | 2 | 0.1% | |
| 66 | 1 | 0.1% | |
| 68 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 221 | 1 | 0.1% | |
| 215 | 1 | 0.1% | |
| 181 | 1 | 0.1% | |
| 174 | 1 | 0.1% | |
| 160 | 1 | 0.1% |
| Distinct | 166 |
|---|---|
| Distinct (%) | 14.3% |
| Missing | 223 |
| Missing (%) | 16.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.0732759 |
|---|---|
| Minimum | 101 |
| Maximum | 341 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 101 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 168 |
| median | 191 |
| Q3 | 213 |
| 95-th percentile | 249.05 |
| Maximum | 341 |
| Range | 240 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 34.92497532 |
|---|---|
| Coefficient of variation (CV) | 0.181831518 |
| Kurtosis | 0.783321211 |
| Mean | 192.0732759 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.4815262834 |
| Sum | 222805 |
| Variance | 1219.753901 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 181 | 28 | 2.0% | |
| 191 | 23 | 1.7% | |
| 185 | 22 | 1.6% | |
| 193 | 20 | 1.4% | |
| 192 | 19 | 1.4% | |
| 194 | 19 | 1.4% | |
| 206 | 18 | 1.3% | |
| 190 | 18 | 1.3% | |
| 170 | 17 | 1.2% | |
| 159 | 17 | 1.2% | |
| Other values (156) | 959 | 69.3% | |
| (Missing) | 223 | 16.1% |
| Value | Count | Frequency (%) | |
| 101 | 1 | 0.1% | |
| 110 | 1 | 0.1% | |
| 112 | 1 | 0.1% | |
| 113 | 3 | 0.2% | |
| 119 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 341 | 1 | 0.1% | |
| 335 | 1 | 0.1% | |
| 317 | 1 | 0.1% | |
| 313 | 2 | 0.1% | |
| 310 | 2 | 0.1% |
| Distinct | 79 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 225 |
| Missing (%) | 16.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.3402418 |
|---|---|
| Minimum | 21 |
| Maximum | 2711 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 46 |
| median | 55 |
| Q3 | 66 |
| 95-th percentile | 84 |
| Maximum | 2711 |
| Range | 2690 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 79.33940714 |
|---|---|
| Coefficient of variation (CV) | 1.337025343 |
| Kurtosis | 1081.007982 |
| Mean | 59.3402418 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 32.32320688 |
| Sum | 68716 |
| Variance | 6294.741525 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 53 | 43 | 3.1% | |
| 49 | 42 | 3.0% | |
| 60 | 41 | 3.0% | |
| 46 | 37 | 2.7% | |
| 47 | 35 | 2.5% | |
| 55 | 35 | 2.5% | |
| 50 | 34 | 2.5% | |
| 56 | 33 | 2.4% | |
| 57 | 31 | 2.2% | |
| 43 | 31 | 2.2% | |
| Other values (69) | 796 | 57.6% | |
| (Missing) | 225 | 16.3% |
| Value | Count | Frequency (%) | |
| 21 | 2 | 0.1% | |
| 22 | 1 | 0.1% | |
| 25 | 1 | 0.1% | |
| 28 | 1 | 0.1% | |
| 29 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 2711 | 1 | 0.1% | |
| 111 | 2 | 0.1% | |
| 104 | 2 | 0.1% | |
| 103 | 1 | 0.1% | |
| 101 | 1 | 0.1% |
| Distinct | 287 |
|---|---|
| Distinct (%) | 24.8% |
| Missing | 225 |
| Missing (%) | 16.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.8454231 |
|---|---|
| Minimum | 23 |
| Maximum | 1876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 67 |
| median | 99 |
| Q3 | 152.75 |
| 95-th percentile | 301 |
| Maximum | 1876 |
| Range | 1853 |
| Interquartile range (IQR) | 85.75 |
Descriptive statistics
| Standard deviation | 129.970535 |
|---|---|
| Coefficient of variation (CV) | 0.9933135744 |
| Kurtosis | 66.28401295 |
| Mean | 130.8454231 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 6.570088371 |
| Sum | 151519 |
| Variance | 16892.33996 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 51 | 18 | 1.3% | |
| 52 | 17 | 1.2% | |
| 86 | 16 | 1.2% | |
| 84 | 16 | 1.2% | |
| 54 | 15 | 1.1% | |
| 96 | 15 | 1.1% | |
| 90 | 14 | 1.0% | |
| 46 | 13 | 0.9% | |
| 81 | 13 | 0.9% | |
| 49 | 13 | 0.9% | |
| Other values (277) | 1008 | 72.9% | |
| (Missing) | 225 | 16.3% |
| Value | Count | Frequency (%) | |
| 23 | 2 | 0.1% | |
| 24 | 2 | 0.1% | |
| 28 | 2 | 0.1% | |
| 29 | 2 | 0.1% | |
| 30 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1876 | 1 | 0.1% | |
| 1691 | 1 | 0.1% | |
| 1561 | 1 | 0.1% | |
| 999 | 3 | 0.2% | |
| 978 | 1 | 0.1% |
| Distinct | 156 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 247 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.1602113 |
|---|---|
| Minimum | 26 |
| Maximum | 1156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 60.75 |
| Q1 | 89 |
| median | 111 |
| Q3 | 130 |
| 95-th percentile | 165 |
| Maximum | 1156 |
| Range | 1130 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 61.76846665 |
|---|---|
| Coefficient of variation (CV) | 0.5458496936 |
| Kurtosis | 197.2668211 |
| Mean | 113.1602113 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 12.05065725 |
| Sum | 128550 |
| Variance | 3815.343473 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 114 | 24 | 1.7% | |
| 112 | 22 | 1.6% | |
| 118 | 22 | 1.6% | |
| 98 | 22 | 1.6% | |
| 113 | 21 | 1.5% | |
| 99 | 21 | 1.5% | |
| 61 | 19 | 1.4% | |
| 120 | 19 | 1.4% | |
| 89 | 19 | 1.4% | |
| 90 | 17 | 1.2% | |
| Other values (146) | 930 | 67.2% | |
| (Missing) | 247 | 17.9% |
| Value | Count | Frequency (%) | |
| 26 | 1 | 0.1% | |
| 28 | 2 | 0.1% | |
| 40 | 2 | 0.1% | |
| 41 | 2 | 0.1% | |
| 45 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1156 | 1 | 0.1% | |
| 1126 | 2 | 0.1% | |
| 253 | 1 | 0.1% | |
| 233 | 1 | 0.1% | |
| 221 | 1 | 0.1% |
혈청크레아티닌
Real number (ℝ≥0)
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9275488069 |
|---|---|
| Minimum | 0.1 |
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.7 |
| median | 0.9 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 11 |
| Range | 10.9 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.7007130906 |
|---|---|
| Coefficient of variation (CV) | 0.7554460589 |
| Kurtosis | 120.8647559 |
| Mean | 0.9275488069 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 10.39858591 |
| Sum | 1282.8 |
| Variance | 0.4909988354 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.8 | 259 | 18.7% | |
| 0.9 | 248 | 17.9% | |
| 1 | 209 | 15.1% | |
| 0.7 | 190 | 13.7% | |
| 1.1 | 159 | 11.5% | |
| 0.6 | 134 | 9.7% | |
| 1.2 | 80 | 5.8% | |
| 0.5 | 47 | 3.4% | |
| 1.3 | 17 | 1.2% | |
| 1.4 | 9 | 0.7% | |
| Other values (14) | 31 | 2.2% |
| Value | Count | Frequency (%) | |
| 0.1 | 7 | 0.5% | |
| 0.3 | 3 | 0.2% | |
| 0.4 | 6 | 0.4% | |
| 0.5 | 47 | 3.4% | |
| 0.6 | 134 | 9.7% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.1% | |
| 10.1 | 1 | 0.1% | |
| 9.6 | 1 | 0.1% | |
| 9 | 1 | 0.1% | |
| 8.5 | 1 | 0.1% |
신사구체여과율
Real number (ℝ≥0)
| Distinct | 140 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.1988431 |
|---|---|
| Minimum | 26 |
| Maximum | 1713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 79.5 |
| median | 91 |
| Q3 | 110 |
| 95-th percentile | 146.9 |
| Maximum | 1713 |
| Range | 1687 |
| Interquartile range (IQR) | 30.5 |
Descriptive statistics
| Standard deviation | 92.04211707 |
|---|---|
| Coefficient of variation (CV) | 0.9006179942 |
| Kurtosis | 200.4556767 |
| Mean | 102.1988431 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 13.46809676 |
| Sum | 141341 |
| Variance | 8471.751316 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 87 | 43 | 3.1% | |
| 81 | 42 | 3.0% | |
| 82 | 42 | 3.0% | |
| 86 | 38 | 2.7% | |
| 95 | 36 | 2.6% | |
| 78 | 30 | 2.2% | |
| 75 | 30 | 2.2% | |
| 84 | 30 | 2.2% | |
| 88 | 29 | 2.1% | |
| 94 | 29 | 2.1% | |
| Other values (130) | 1034 | 74.8% |
| Value | Count | Frequency (%) | |
| 26 | 2 | 0.1% | |
| 35 | 2 | 0.1% | |
| 39 | 1 | 0.1% | |
| 40 | 2 | 0.1% | |
| 44 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1713 | 1 | 0.1% | |
| 1527 | 1 | 0.1% | |
| 1441 | 1 | 0.1% | |
| 1390 | 2 | 0.1% | |
| 817 | 2 | 0.1% |
AST
Real number (ℝ≥0)
| Distinct | 63 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.58929863 |
|---|---|
| Minimum | 9 |
| Maximum | 122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 18 |
| median | 21 |
| Q3 | 27 |
| 95-th percentile | 40 |
| Maximum | 122 |
| Range | 113 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 10.51746262 |
|---|---|
| Coefficient of variation (CV) | 0.445857369 |
| Kurtosis | 22.65950363 |
| Mean | 23.58929863 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.661401207 |
| Sum | 32624 |
| Variance | 110.61702 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 20 | 108 | 7.8% | |
| 22 | 98 | 7.1% | |
| 17 | 96 | 6.9% | |
| 18 | 93 | 6.7% | |
| 19 | 92 | 6.7% | |
| 15 | 79 | 5.7% | |
| 23 | 73 | 5.3% | |
| 21 | 65 | 4.7% | |
| 24 | 65 | 4.7% | |
| 16 | 62 | 4.5% | |
| Other values (53) | 552 | 39.9% |
| Value | Count | Frequency (%) | |
| 9 | 2 | 0.1% | |
| 10 | 9 | 0.7% | |
| 11 | 6 | 0.4% | |
| 12 | 12 | 0.9% | |
| 13 | 22 | 1.6% |
| Value | Count | Frequency (%) | |
| 122 | 1 | 0.1% | |
| 116 | 1 | 0.1% | |
| 115 | 1 | 0.1% | |
| 106 | 1 | 0.1% | |
| 96 | 2 | 0.1% |
ALT
Real number (ℝ≥0)
| Distinct | 86 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 10 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.97305171 |
|---|---|
| Minimum | 6 |
| Maximum | 396 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 14 |
| median | 19 |
| Q3 | 28 |
| 95-th percentile | 52 |
| Maximum | 396 |
| Range | 390 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 22.17492745 |
|---|---|
| Coefficient of variation (CV) | 0.9249939355 |
| Kurtosis | 131.0203062 |
| Mean | 23.97305171 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 9.12249408 |
| Sum | 32915 |
| Variance | 491.7274074 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 13 | 77 | 5.6% | |
| 14 | 74 | 5.4% | |
| 15 | 70 | 5.1% | |
| 17 | 66 | 4.8% | |
| 12 | 61 | 4.4% | |
| 10 | 60 | 4.3% | |
| 11 | 57 | 4.1% | |
| 19 | 57 | 4.1% | |
| 18 | 55 | 4.0% | |
| 16 | 54 | 3.9% | |
| Other values (76) | 742 | 53.7% |
| Value | Count | Frequency (%) | |
| 6 | 8 | 0.6% | |
| 7 | 17 | 1.2% | |
| 8 | 28 | 2.0% | |
| 9 | 24 | 1.7% | |
| 10 | 60 | 4.3% |
| Value | Count | Frequency (%) | |
| 396 | 1 | 0.1% | |
| 362 | 1 | 0.1% | |
| 349 | 1 | 0.1% | |
| 124 | 1 | 0.1% | |
| 123 | 1 | 0.1% |
GTP
Real number (ℝ≥0)
| Distinct | 151 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.20679682 |
|---|---|
| Minimum | 2 |
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 10.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 14 |
| median | 23 |
| Q3 | 39 |
| 95-th percentile | 109.9 |
| Maximum | 999 |
| Range | 997 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 48.68901325 |
|---|---|
| Coefficient of variation (CV) | 1.34474788 |
| Kurtosis | 120.2866444 |
| Mean | 36.20679682 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 7.934466122 |
| Sum | 50074 |
| Variance | 2370.620012 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 11 | 72 | 5.2% | |
| 15 | 66 | 4.8% | |
| 12 | 64 | 4.6% | |
| 14 | 63 | 4.6% | |
| 13 | 55 | 4.0% | |
| 20 | 52 | 3.8% | |
| 16 | 49 | 3.5% | |
| 17 | 47 | 3.4% | |
| 18 | 37 | 2.7% | |
| 24 | 36 | 2.6% | |
| Other values (141) | 842 | 60.9% |
| Value | Count | Frequency (%) | |
| 2 | 2 | 0.1% | |
| 3 | 6 | 0.4% | |
| 4 | 8 | 0.6% | |
| 5 | 12 | 0.9% | |
| 6 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 999 | 1 | 0.1% | |
| 466 | 1 | 0.1% | |
| 350 | 1 | 0.1% | |
| 292 | 1 | 0.1% | |
| 289 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Unnamed: 0 | 성별 | 생년 | 검진년도 | 검진 시 연령 | 키 | 체중 | 허리둘레 | BMI | 시력(좌) | 시력(우) | 청력(좌) | 청력(우) | 수축기혈압 | 이완기혈압 | 요단백 | 헤모글로빈 | 공복혈당 | 총콜레스테롤 | HDL | 중성지방 | LDL | 혈청크레아티닌 | 신사구체여과율 | AST | ALT | GTP | 폐결핵흉부질환 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | F | 1977 | 2009 | 33 | 152.0 | 47.0 | 67.0 | 20.3 | 0.8 | 0.5 | 정상 | 정상 | 113 | 72 | 음성 | 14.6 | 102 | 122.0 | 38.0 | 119.0 | 60.0 | 0.7 | 85 | 20 | 20.0 | 24 | 정상 |
| 1 | 1 | F | 1977 | 2010 | 34 | 152.0 | 45.0 | 66.0 | 19.5 | 0.6 | 0.4 | 정상 | 정상 | 111 | 75 | 음성 | 13.1 | 94 | 120.0 | 40.0 | 86.0 | 62.0 | 0.8 | 101 | 16 | 15.0 | 23 | 정상 |
| 2 | 2 | F | 1977 | 2011 | 35 | 152.0 | 46.0 | 60.0 | 19.9 | 0.1 | 0.3 | 정상 | 정상 | 115 | 75 | 음성 | 13.3 | 100 | 132.0 | 41.0 | 87.0 | 73.0 | 0.7 | 82 | 17 | 12.0 | 22 | 정상 |
| 3 | 3 | F | 1977 | 2012 | 36 | 151.0 | 44.0 | 68.0 | 19.3 | 0.5 | 0.4 | 정상 | 정상 | 112 | 81 | 음성 | 14.6 | 113 | 141.0 | 48.0 | 72.0 | 79.0 | 0.8 | 84 | 20 | 17.0 | 17 | 정상 |
| 4 | 4 | F | 1977 | 2013 | 37 | 152.0 | 44.0 | 65.0 | 19.0 | 0.6 | 0.5 | 정상 | 정상 | 110 | 70 | 음성 | 14.6 | 112 | 137.0 | 49.0 | 96.0 | 68.0 | 0.7 | 100 | 12 | 7.0 | 21 | 정상 |
| 5 | 5 | F | 1977 | 2014 | 38 | 151.0 | 43.0 | 67.0 | 18.9 | 0.5 | 0.5 | 정상 | 정상 | 120 | 80 | 음성 | 14.9 | 112 | 121.0 | 40.0 | 108.0 | 59.0 | 0.6 | 112 | 22 | 23.0 | 50 | 정상 |
| 6 | 6 | F | 1977 | 2015 | 39 | 151.0 | 45.0 | 69.0 | 19.7 | 0.5 | 0.5 | 정상 | 정상 | 120 | 80 | 음성 | 14.8 | 115 | 168.0 | 50.0 | 92.0 | 99.0 | 0.6 | 118 | 31 | 39.0 | 50 | 정상 |
| 7 | 7 | F | 1977 | 2016 | 40 | 151.0 | 44.0 | 68.0 | 19.3 | 0.4 | 0.4 | 정상 | 정상 | 120 | 80 | 음성 | 14.8 | 118 | 143.0 | 36.0 | 96.0 | 87.0 | 0.7 | 99 | 23 | 18.0 | 27 | 정상 |
| 8 | 8 | F | 1977 | 2017 | 41 | 149.9 | 41.8 | 65.0 | 18.6 | 0.6 | 0.4 | 정상 | 정상 | 120 | 80 | 음성 | 14.9 | 105 | 149.0 | 50.0 | 46.0 | 89.0 | 0.7 | 98 | 18 | 16.0 | 26 | 정상 |
| 9 | 9 | F | 1977 | 2018 | 42 | 150.9 | 43.6 | 66.0 | 19.1 | 0.6 | 0.3 | 정상 | 정상 | 100 | 70 | 음성 | 14.9 | 123 | NaN | NaN | NaN | NaN | 0.7 | 98 | 18 | 10.0 | 18 | 정상 |
Last rows
| Unnamed: 0 | 성별 | 생년 | 검진년도 | 검진 시 연령 | 키 | 체중 | 허리둘레 | BMI | 시력(좌) | 시력(우) | 청력(좌) | 청력(우) | 수축기혈압 | 이완기혈압 | 요단백 | 헤모글로빈 | 공복혈당 | 총콜레스테롤 | HDL | 중성지방 | LDL | 혈청크레아티닌 | 신사구체여과율 | AST | ALT | GTP | 폐결핵흉부질환 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1373 | 1373 | M | 1972 | 2011 | 40 | 182.0 | 81.0 | 91.0 | 24.4 | 0.9 | 1.2 | 정상 | 정상 | 130 | 80 | 음성 | 17.2 | 103 | 205.0 | 48.0 | 369.0 | 83.0 | 1.0 | 129 | 31 | 32.0 | 34 | 정상 |
| 1374 | 1374 | M | 1972 | 2012 | 41 | 182.0 | 72.0 | 78.0 | 21.7 | 1.2 | 1.0 | 정상 | 정상 | 125 | 70 | 음성 | 15.8 | 92 | 174.0 | 41.0 | 183.0 | NaN | 1.1 | 78 | 19 | 18.0 | 23 | 정상 |
| 1375 | 1375 | M | 1972 | 2013 | 42 | 182.0 | 72.0 | 84.0 | 21.7 | 1.2 | 0.9 | 정상 | 정상 | 125 | 70 | 음성 | 15.7 | 68 | 201.0 | 49.0 | 95.0 | 133.0 | 1.1 | 78 | 28 | 20.0 | 20 | 정상 |
| 1376 | 1376 | M | 1972 | 2014 | 43 | 182.0 | 73.0 | 79.0 | 22.0 | 1.2 | 1.0 | 정상 | 정상 | 137 | 85 | 음성 | 16.7 | 92 | 204.0 | 53.0 | 108.0 | 129.0 | 0.1 | 82 | 20 | 16.0 | 20 | 정상 |
| 1377 | 1377 | M | 1972 | 2015 | 44 | 181.0 | 76.0 | 77.0 | 23.2 | 0.8 | 1.0 | 정상 | 정상 | 135 | 85 | 음성 | 16.4 | 100 | 214.0 | 58.0 | 148.0 | 126.0 | 1.1 | 73 | 22 | 17.0 | 20 | 정상 |
| 1378 | 1378 | M | 1972 | 2016 | 45 | 182.0 | 72.0 | 80.0 | 21.7 | 1.0 | 1.0 | 정상 | 정상 | 124 | 74 | 음성 | 15.3 | 94 | 208.0 | 60.0 | 186.0 | 110.0 | 1.0 | 86 | 20 | 21.0 | 19 | 정상 |
| 1379 | 1379 | M | 1972 | 2017 | 46 | 182.0 | 75.0 | 84.0 | 22.6 | 1.0 | 1.0 | 정상 | 정상 | 135 | 80 | 음성 | 16.9 | 90 | 191.0 | 75.0 | 288.0 | 58.0 | 0.9 | 97 | 30 | 24.0 | 23 | 정상 |
| 1380 | 1380 | M | 1972 | 2018 | 47 | 182.2 | 76.3 | 79.0 | 23.0 | 1.5 | 1.0 | 정상 | 정상 | 110 | 70 | 음성 | 15.7 | 99 | NaN | NaN | NaN | NaN | 1.0 | 82 | 23 | 28.0 | 22 | 정상 |
| 1381 | 1381 | M | 1972 | 2019 | 48 | 183.5 | 74.5 | 84.5 | 22.1 | 0.8 | 1.0 | 정상 | 정상 | 138 | 92 | 음성 | 16.5 | 104 | NaN | NaN | NaN | NaN | 1.0 | 86 | 22 | 24.0 | 23 | 13 |
| 1382 | 1382 | M | 1972 | 2020 | 49 | 181.2 | 76.0 | 85.0 | 23.1 | 1.2 | 1.0 | 정상 | 정상 | 132 | 79 | 음성 | 17.4 | 102 | 221.0 | 46.0 | 141.0 | 147.0 | 0.8 | 110 | 26 | 25.0 | 28 | 정상 |